Article-Journal

Discovering the laws behind complex networked systems
A recent study shows that neural symbolic regression offers a route to automated discovery of governing equations for network dynamics …
PDF Cite DOI
Discovering the laws behind complex networked systems
The networks of ingredient combinations as culinary fingerprints of world cuisines
Investigating how different ingredients are combined in popular dishes is crucial to uncover the principles behind food preferences. …
PDF Cite Code DOI
The networks of ingredient combinations as culinary fingerprints of world cuisines
Disentangling the role of heterogeneity and hyperedge overlap in explosive contagion on higher-order networks
We introduce group-based compartmental modeling (GBCM), a mean-field framework for irreversible contagion in higher-order networks that …
PDF Cite DOI
Disentangling the role of heterogeneity and hyperedge overlap in explosive contagion on higher-order networks
Distinguishing mechanisms of social contagion from local network view
The adoption of individual behavioural patterns is largely determined by stimuli arriving from peers via social interactions or from …
PDF Cite Code DOI
Distinguishing mechanisms of social contagion from local network view
The dynamics of higher-order novelties
Studying how we explore the world in search of novelties is key to understand the mechanisms that can lead to new discoveries. Previous …
PDF Cite Code DOI
The dynamics of higher-order novelties
The temporal dynamics of group interactions in higher-order social networks
Representing social systems as networks, starting from the interactions between individuals, sheds light on the mechanisms governing …
PDF Cite Code DOI
The temporal dynamics of group interactions in higher-order social networks
The structural evolution of temporal hypergraphs through the lens of hyper-cores
The richness of many complex systems stems from the interactions among their components. The higher-order nature of these interactions, …
PDF Cite DOI
The structural evolution of temporal hypergraphs through the lens of hyper-cores
Not your private tête-à-tête: leveraging the power of higher-order networks to study animal communication
Animal communication is frequently studied with conventional network representations that link pairs of individuals who interact, for …
PDF Cite Code DOI
Not your private tête-à-tête: leveraging the power of higher-order networks to study animal communication
Insights from exact social contagion dynamics on networks with higher-order structures
Recently, there has been an increasing interest in studying dynamical processes on networks exhibiting higher-order structures, such as …
PDF Cite DOI
Insights from exact social contagion dynamics on networks with higher-order structures
Hyper-cores promote localization and efficient seeding in higher-order processes
Going beyond networks, to include higher-order interactions of arbitrary sizes, is a major step to better describe complex systems. In …
PDF Cite Code DOI
Hyper-cores promote localization and efficient seeding in higher-order processes